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2020 – today
- 2023
[j23]Maxence Chaverot, Maxime Carré, Michel Jourlin, Abdelaziz Bensrhair, Richard Grisel:
Improvement of small objects detection in thermal images. Integr. Comput. Aided Eng. 30(4): 311-325 (2023)- [j22]Andrea Daou
, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair:
Indoor Scene Recognition Mechanism Based on Direction-Driven Convolutional Neural Networks. Sensors 23(12): 5672 (2023) - [c61]Alexandre Jacquemart, Sio-Song Ieng, Mokrane Hadj-Bachir, Abdelaziz Bensrhair, Dominique Gruyer:
3-GWD : A Textural and AI-Based Approach for Real-Time Detection of Weather Disturbances Applied to Autonomous Vehicle. ITSC 2023: 806-813 - 2022
- [j21]Haodi Zhang, Alexandrina Rogozan, Abdelaziz Bensrhair:
An enhanced N-point interpolation method to eliminate average precision distortion. Pattern Recognit. Lett. 158: 111-116 (2022) - [c60]Robin Condat, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair:
Identifying and Deactivating Unusable Modalities to Improve Multimodal CNN Robustness for Road Scene Understanding. ITSC 2022: 613-618 - 2021
- [j20]Haodi Zhang, Danut Ovidiu Pop, Alexandrina Rogozan, Abdelaziz Bensrhair:
Accelerate High Resolution Image Pedestrian Detection With Non-Pedestrian Area Estimation. IEEE Access 9: 8625-8636 (2021) - [j19]Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair:
Monocular Pedestrian Orientation Recognition Based on Capsule Network for a Novel Collision Warning System. IEEE Access 9: 141635-141650 (2021) - [j18]Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair:
Pedestrian Recognition Using Cross-Modality Learning in Convolutional Neural Networks. IEEE Intell. Transp. Syst. Mag. 13(1): 210-224 (2021) - [j17]Lounès Saadi, Bassem Besbes, Sébastien Kramm, Abdelaziz Bensrhair:
Optimizing RGB-D Fusion for Accurate 6DoF Pose Estimation. IEEE Robotics Autom. Lett. 6(2): 2413-2420 (2021) - [c59]Maxence Chaverot, Maxime Carré, Michel Jourlin, Abdelaziz Bensrhair, Richard Grisel:
Object Detection on Thermal Images: Performance of YOLOv4 Trained on Small Datasets. ESANN 2021 - [c58]Haodi Zhang, Alexandrina Rogozan, Abdelaziz Bensrhair:
Cross-modal verification for 3D object detection. ESANN 2021 - [c57]Lounès Saadi, Bassem Besbes, Sébastien Kramm, Abdelaziz Bensrhair:
An RGB-D Refinement Solution for Accurate Object Pose Estimation. ISMAR Adjunct 2021: 189-194 - 2020
- [c56]Robin Condat, Alexandrina Rogozan, Abdelaziz Bensrhair:
Random Signal Cut for Improving Multimodal CNN Robustness of 2D Road Object Detection. ESANN 2020: 181-186 - [c55]Robin Condat, Alexandrina Rogozan, Abdelaziz Bensrhair:
GFD-Retina: Gated Fusion Double RetinaNet for Multimodal 2D Road Object Detection. ITSC 2020: 1-6
2010 – 2019
- 2019
- [j16]Danut Ovidiu Pop, Alexandrina Rogozan, Clément Chatelain, Fawzi Nashashibi, Abdelaziz Bensrhair:
Multi-Task Deep Learning for Pedestrian Detection, Action Recognition and Time to Cross Prediction. IEEE Access 7: 149318-149327 (2019) - [j15]Rawia Mhiri, Safa Ouerghi, Rémi Boutteau, Pascal Vasseur, Stéphane Mousset, Abdelaziz Bensrhair:
Asynchronous Structure from Motion at Scale. J. Intell. Robotic Syst. 96(2): 159-177 (2019) - [c54]Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair:
Improving Pedestrian Recognition using Incremental Cross Modality Deep Learning. ESANN 2019 - [c53]Silvère Konlambigue, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair:
Performance Evaluation of State-of-the-Art Filtering Criteria Applied to SIFT Features. ISSPIT 2019: 1-6 - [c52]Safaâ Dafrallah, Aouatif Amine, Stéphane Mousset, Abdelaziz Bensrhair:
Will Capsule Networks overcome Convolutional Neural Networks on Pedestrian Walking Direction? ITSC 2019: 3702-3707 - 2018
- [c51]Silvère Konlambigue, Jean-Baptiste Pothin, Paul Honeine, Abdelaziz Bensrhair:
Fast and Accurate Gaussian Pyramid Construction by Extended Box Filtering. EUSIPCO 2018: 400-404 - [c50]Imad Rida, Somaya Al-Máadeed, Xudong Jiang, Lunke Fei, Abdelaziz Bensrhair:
An Ensemble Learning Method Based on Random Subspace Sampling for Palmprint Identification. ICASSP 2018: 2047-2051 - [c49]Wang Fan, Samia Ainouz, Fabrice Mériaudeau, Abdelaziz Bensrhair:
Polarization-Based Car Detection. ICIP 2018: 3069-3073 - 2017
- [j14]Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair:
Specularity removal: A global energy minimization approach based on polarization imaging. Comput. Vis. Image Underst. 158: 31-39 (2017) - [j13]Fan Wang, Samia Ainouz, Chunfeng Lian, Abdelaziz Bensrhair:
Multimodality semantic segmentation based on polarization and color images. Neurocomputing 253: 193-200 (2017) - [c48]Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair:
Fusion of Stereo Vision for Pedestrian Recognition using Convolutional Neural Networks. ESANN 2017 - [c47]Christophe Bobda, Md Jubaer Hossain Pantho, Cindy Roullet, Abdelaziz Bensrhair, Samia Ainouz:
SoC Design Of A Novel Cluster-Based Approach for Real-Time Lane Detection in Low Quality Images. ICDSC 2017: 186-192 - [c46]Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair:
Pedestrian recognition through different cross-modality deep learning methods. ICVES 2017: 133-138 - [c45]Danut Ovidiu Pop, Alexandrina Rogozan, Fawzi Nashashibi, Abdelaziz Bensrhair:
Incremental Cross-Modality deep learning for pedestrian recognition. Intelligent Vehicles Symposium 2017: 523-528 - 2016
- [j12]Nawal Alioua, Aouatif Amine, Alexandrina Rogozan, Abdelaziz Bensrhair, Mohammed Rziza:
Driver head pose estimation using efficient descriptor fusion. EURASIP J. Image Video Process. 2016: 2 (2016) - [j11]Bouchra Boudine, Sébastien Kramm, Nabil El Akkad, Abdelaziz Bensrhair, Abderrahim Saaidi, Khalid Satori:
A flexible technique based on fundamental matrix for camera self-calibration with variable intrinsic parameters from two views. J. Vis. Commun. Image Represent. 39: 40-50 (2016) - [c44]Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair:
Polarization-based specularity removal method with global energy minimization. ICIP 2016: 1983-1987 - 2015
- [j10]Nawal Alioua, Aouatif Amine, Abdelaziz Bensrhair, Mohammed Rziza:
Estimating driver head pose using steerable pyramid and probabilistic learning. Int. J. Comput. Vis. Robotics 5(4): 347-364 (2015) - [j9]Bassem Besbes, Alexandrina Rogozan, Adela-Maria Rus, Abdelaziz Bensrhair, Alberto Broggi:
Pedestrian Detection in Far-Infrared Daytime Images Using a Hierarchical Codebook of SURF. Sensors 15(4): 8570-8594 (2015) - [j8]Alina Dana Miron, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair, Alberto Broggi:
An Evaluation of the Pedestrian Classification in a Multi-Domain Multi-Modality Setup. Sensors 15(6): 13851-13873 (2015) - [c43]Adela-Maria Rus, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair:
Pedestrian recognition using a dynamic modality fusion approach. ICCP 2015: 393-400 - [c42]Rawia Mhiri, Pascal Vasseur, Stéphane Mousset, Rémi Boutteau, Abdelaziz Bensrhair:
Accurate scale estimation based on unsynchronized camera network. ICIP 2015: 4180-4184 - [c41]Adela-Maria Rus, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair:
Pedestrian Recognition by Using a Dynamic Modality Selection Approach. ITSC 2015: 1862-1867 - [c40]Rawia Mhiri, Hichem Maiza, Stéphane Mousset, Khaled Taouil, Pascal Vasseur, Abdelaziz Bensrhair:
Obstacle detection using unsynchronized multi-camera network. URAI 2015: 7-12 - 2014
- [j7]Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair:
A robust cost function for stereo matching of road scenes. Pattern Recognit. Lett. 38: 70-77 (2014) - [c39]Pierre Yver, Sébastien Kramm, Abdelaziz Bensrhair, Edwin Azzam:
A novel global color correction method for 3D content. Three-Dimensional Image Processing, Measurement (3DIPM), and Applications 2014: 90130G - [c38]Ajay Mittal, Abdelaziz Bensrhair, Edwin R. Hancock:
Obstacle detection by means of stereo feature matching. ICIP 2014: 1618-1622 - [c37]Fan Wang, Alina Dana Miron, Samia Ainouz, Abdelaziz Bensrhair:
Post-aggregation stereo matching method using Dempster-Shafer theory. ICIP 2014: 3783-3787 - [c36]Rawia Mhiri, Pascal Vasseur, Stéphane Mousset, Rémi Boutteau, Abdelaziz Bensrhair:
Visual odometry with unsynchronized multi-cameras setup for intelligent vehicle application. Intelligent Vehicles Symposium 2014: 1339-1344 - [c35]Adela-Maria Sirbu, Alexandrina Rogozan, Laura Diosan, Abdelaziz Bensrhair:
Pedestrian Recognition by Using a Kernel-Based Multi-modality Approach. SYNASC 2014: 258-263 - 2013
- [c34]Nawal Alioua, Aouatif Amine, Mohammed Rziza, Abdelaziz Bensrhair, Driss Aboutajdine:
Head pose estimation based on steerable filters and likelihood parametrized function. EUSIPCO 2013: 1-5 - [c33]Alina Dana Miron, Abdelaziz Bensrhair, Rean Isabella Fedriga, Alberto Broggi:
SWIR images evaluation for pedestrian detection in clear visibility conditions. ITSC 2013: 354-359 - [c32]Yadu Prabhakar, Peggy Subirats, Christèle Lecomte, Damien Vivet, Eric Violette, Abdelaziz Bensrhair:
Detection and counting of Powered Two Wheelers by laser scanner in real time on urban expressway. ITSC 2013: 1149-1154 - [c31]Yadu Prabhakar, Peggy Subirats, Christèle Lecomte, Eric Violette, Abdelaziz Bensrhair:
A lidar-based method for the detection and counting of Powered Two Wheelers. Intelligent Vehicles Symposium 2013: 1167-1172 - [c30]Yamen Issa, Iyad Dayoub, Abdelaziz Bensrhair:
Performance of Inter-Vehicle Relay Network Based IR-UWB. Nets4Cars/Nets4Trains 2013: 96-106 - 2012
- [c29]Alina Dana Miron, Samia Ainouz, Alexandrina Rogozan, Abdelaziz Bensrhair:
Towards a robust and fast color stereo matching for intelligent vehicle application. ICIP 2012: 465-468 - [c28]Sébastien Kramm, Abdelaziz Bensrhair:
Obstacle detection using sparse stereovision and clustering techniques. Intelligent Vehicles Symposium 2012: 760-765 - [c27]Amnir Hadachi, Stéphane Mousset, Abdelaziz Bensrhair:
Practical testing application of travel time estimation using applied Monte Carlo Method and adaptive estimation from probes. Intelligent Vehicles Symposium 2012: 1078-1083 - [c26]Alina Dana Miron, Bassem Besbes, Alexandrina Rogozan, Samia Ainouz, Abdelaziz Bensrhair:
Intensity self similarity features for pedestrian detection in Far-Infrared images. Intelligent Vehicles Symposium 2012: 1120-1125 - 2011
- [c25]Amnir Hadachi, Christèle Lecomte, Stéphane Mousset, Abdelaziz Bensrhair:
An application of the Sequential Monte Carlo to increase the accuracy of travel time estimation in urban areas. ITSC 2011: 157-162 - [c24]Mohamed El Ansari, Abdenbi Mazoul, Abdelaziz Bensrhair, George Bebis:
A real-time spatio-temporal stereo matching for road applications. ITSC 2011: 1483-1488 - [c23]Bassem Besbes, Sonda Ammar, Yousri Kessentini, Alexandrina Rogozan, Abdelaziz Bensrhair:
Evidential combination of SVM road obstacle classifiers in visible and far infrared images. Intelligent Vehicles Symposium 2011: 1074-1079 - 2010
- [j6]Mohamed El Ansari, Stéphane Mousset, Abdelaziz Bensrhair:
Temporal consistent real-time stereo for intelligent vehicles. Pattern Recognit. Lett. 31(11): 1226-1238 (2010) - [c22]Ravi Garg, Rajendra Sahu, Stéphane Mousset, Abdelaziz Bensrhair:
Obstacle detection for vehicle navigation by chaining of adoptive declivities using geometrical constrains. ICDIP 2010: 75461E - [c21]Bassem Besbes, Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair:
Combining SURF-based local and global features for road obstacle recognition in far infrared images. ITSC 2010: 1869-1874 - [c20]Bassem Besbes, Alexandrina Rogozan, Abdelaziz Bensrhair:
Pedestrian recognition based on hierarchical codebook of SURF features in visible and infrared images. Intelligent Vehicles Symposium 2010: 156-161 - [c19]Mohamed El Ansari, Stéphane Mousset, Abdelaziz Bensrhair, George Bebis:
Temporal consistent fast stereo matching for advanced driver assistance systems (ADAS). Intelligent Vehicles Symposium 2010: 825-831
2000 – 2009
- 2009
- [c18]Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair:
Particle filters for accurate localization of communicant vehicles using GPS and vision systems. AICCSA 2009: 238-242 - [c17]Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair:
SVM-based obstacle classification in visible and infrared images. EUSIPCO 2009: 293-297 - [c16]Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair:
Particle Filters for an Accurate Localization of Communicant Vehicles. ICAS 2009: 195-199 - [c15]Georges Challita, Stéphane Mousset, Fawzi Nashashibi, Abdelaziz Bensrhair:
An application of V2V communications : Cooperation of vehicles for a better car tracking using GPS and vision systems. VNC 2009: 1-6 - 2008
- [c14]Sébastien Kramm, Pierre Miché, Abdelaziz Bensrhair:
A fuzzy-logic classifier for estimating the reliability of the self calibration of an embedded stereovision system. ITSC 2008: 669-674 - [c13]Yaqian Li, Gwenaëlle Toulminet, Abdelaziz Bensrhair:
Vehicle detection based on the stereo concept of (axis, width, disparity) symmetry map. ITSC 2008: 778-783 - [c12]Iyadh Cabani, Gwenaëlle Toulminet, Abdelaziz Bensrhair:
Contrast-invariant Obstacle Detection System using Color Stereo Vision. ITSC 2008: 1032-1037 - [c11]Anca Apatean, Alexandrina Rogozan, Abdelaziz Bensrhair:
Kernel and Feature Selection for Visible and Infrared based Obstacle Recognition. ITSC 2008: 1130-1135 - 2007
- [j5]Mohamed El Ansari, Lhoussaine Masmoudi, Abdelaziz Bensrhair:
A new regions matching for color stereo images. Pattern Recognit. Lett. 28(13): 1679-1687 (2007) - [c10]Frédéric Suard, Alain Rakotomamonjy, Abdelaziz Bensrhair:
Kernel on Bag of Paths For Measuring Similarity of Shapes. ESANN 2007: 355-360 - [c9]Filip Florea, Valeriu Cornea, Alexandrina Rogozan, Abdelaziz Bensrhair, Stéfan Jacques Darmoni:
Fusion des approches visuelles et contextuelles pour l'annotation des images médicales. EGC 2007: 421-426 - 2006
- [j4]Gwenaëlle Toulminet, Massimo Bertozzi, Stéphane Mousset, Abdelaziz Bensrhair, Alberto Broggi:
Vehicle detection by means of stereo vision-based obstacles features extraction and monocular pattern analysis. IEEE Trans. Image Process. 15(8): 2364-2375 (2006) - [c8]Filip Florea, Alexandrina Rogozan, Eugen Barbu, Abdelaziz Bensrhair, Stéfan Jacques Darmoni:
MedIC at ImageCLEF 2006: Automatic Image Categorization and Annotation Using Combined Visual Representations. CLEF 2006: 670-677 - [c7]Filip Florea, Alexandrina Rogozan, Valeriu Cornea, Abdelaziz Bensrhair, Stéfan Jacques Darmoni:
MedIC/CISMeF at ImageCLEF 2006: Image Annotation and Retrieval Tasks. CLEF (Working Notes) 2006 - [c6]Frédéric Suard, Alain Rakotomamonjy, Abdelaziz Bensrhair:
Object Categorization Using Kernels Combining Graphs and Histograms of Gradients. ICIAR (2) 2006: 23-34 - [c5]Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair, Vasile Buzuloiu:
Medical Image Categorization using a Texture Based Symbolic Description. ICIP 2006: 1489-1492 - [c4]Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair:
Using texture-based symbolic features for medical image representation. ICPR (2) 2006: 946-949 - [c3]Iyadh Cabani, Gwenaëlle Toulminet, Abdelaziz Bensrhair:
A Color Stereo Vision System for Extraction of 3D Edges of Obstacle. ITSC 2006: 307-312 - [c2]Filip Florea, Eugen Barbu, Alexandrina Rogozan, Abdelaziz Bensrhair:
Multi-modal Categorization of Medical Images Using Texture-based Symbolic Representations. PRIS 2006: 48-57 - 2004
- [j3]Gwenaëlle Toulminet, Stéphane Mousset, Abdelaziz Bensrhair:
Fast And Accurate Stereo Vision-Based Estimation Of 3D Position And Axial Motion Of Road Obstacles. Int. J. Image Graph. 4(1): 99-126 (2004) - 2000
- [j2]Abdelaziz Bensrhair, N. Chafiqui, Pierre Miché:
Implementation of a 3D Vision System on DSPs TMS320C31. Real Time Imaging 6(3): 213-221 (2000) - [c1]Nicolas Langlois, Pierre Miché, Abdelaziz Bensrhair:
Analogue Circuits of a Learning Spiking Neuron Model. IJCNN (4) 2000: 485-489
1990 – 1999
- 1996
- [j1]Abdelaziz Bensrhair, Pierre Miché, R. Debrie:
Fast and automatic stereo vision matching algorithm based on dynamic programming method. Pattern Recognit. Lett. 17(5): 457-466 (1996)
Coauthor Index
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